Compared analysis that measured the negative impact on IMDB's movie ratings depending on the quantity of spoiled reviews. We used data cleaning and wrangling techniques on a Kaggle dataset that collected IMDB's spoiled reviews and used an API to extract the ratings for each movie ID matching the dataset. The negative impact resulted inconclusive but we determined further meaningful factors such as release date or genre.
No installation needed
Run the Main.ipynb included into the /notebooks directory
beautifulsoup4 (4.12.3)importlib-metadata (8.5.0)importlib-resources (6.4.5)matplotlib (3.7.5)numpy (1.24.4)pandas (2.0.3)requests (2.32.3)seaborn (0.13.2)
A limit of 1,000 requests per day applies to the OMDBapi key (included)
Presentation slides can be found here